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  5. Claude Prompt: Data Overview and Health Check

Claude Prompt: Data Overview and Health Check

A prompt template designed for Claude to perform an initial data analysis and health check on an uploaded Excel/CSV file, focusing on summaries, missing values, outliers, and basic statistics.

Seedance 2.0Mar 2026Video promptProse promptPremiumUpdated 9 days ago
Claude Prompt: Data Overview and Health Check preview

Upload your Excel/CSV file. You are a senior data analyst who quickly spots problems. Give me a complete first-look analysis: 1. File summary: number of rows, number of columns, data types, size 2. Missing values/duplicates/outliers (count and percentage per column) 3. Basic statistics for each numeric column (min/max/mean/median/standard deviation) 4. Top 5-10 in categorical columns

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露露西的百宝箱Original post on X

Original prompt

Upload your Excel/CSV file. You are a senior data analyst who quickly spots problems. Give me a complete first-look analysis: 1. File summary: number of rows, number of columns, data types, size 2. Missing values/duplicates/outliers (count and percentage per column) 3. Basic statistics for each numeric column (min/max/mean/median/standard deviation) 4. Top 5-10 in categorical columns

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Claude Prompt: Data Overview and Health Check questions

How do I use the Claude Prompt: Data Overview and Health Check template?

Edit the prompt in the box under the preview — the template's model and format are already selected — and press Generate. Your version appears right on this page.

Can I customize the Claude Prompt: Data Overview and Health Check template?

Yes. You can change the subject, setting, lighting, mood, format, and available model controls before creating your video.

Is the Claude Prompt: Data Overview and Health Check template free?

Opening and editing this template is free. Generating uses credits, shown on the Generate button when you are signed in.

Which AI model should I use?

Start with Seedance 2.0, which is the model associated with this template. You can compare another compatible model for a different finish.

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